Overview

Dataset statistics

Number of variables9
Number of observations3002
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory400.7 KiB
Average record size in memory136.7 B

Variable types

NUM8
CAT1

Warnings

product_category_name_english has a high cardinality: 71 distinct values High cardinality
encodedCategory has 49 (1.6%) zeros Zeros
DiscountPercent has 1326 (44.2%) zeros Zeros
SaleRecord_last6week has 88 (2.9%) zeros Zeros

Reproduction

Analysis started2020-09-27 18:50:20.835932
Analysis finished2020-09-27 18:51:09.866087
Duration49.03 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

Week
Real number (ℝ≥0)

Distinct52
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.77148568
Minimum1
Maximum52
Zeros0
Zeros (%)0.0%
Memory size23.6 KiB

Quantile statistics

Minimum1
5-th percentile3
Q113
median25
Q338
95-th percentile49
Maximum52
Range51
Interquartile range (IQR)25

Descriptive statistics

Standard deviation14.71682319
Coefficient of variation (CV)0.5710506322
Kurtosis-1.145359379
Mean25.77148568
Median Absolute Deviation (MAD)12
Skewness0.0682075063
Sum77366
Variance216.5848848
MonotocityIncreasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
31642.1%
 
19642.1%
 
32642.1%
 
33642.1%
 
16632.1%
 
14632.1%
 
34632.1%
 
13632.1%
 
23632.1%
 
29632.1%
 
12632.1%
 
28622.1%
 
26622.1%
 
8622.1%
 
15622.1%
 
21612.0%
 
24612.0%
 
17612.0%
 
11612.0%
 
30612.0%
 
3602.0%
 
22602.0%
 
20602.0%
 
18602.0%
 
2602.0%
 
Other values (27)145248.4%
 
ValueCountFrequency (%) 
1561.9%
 
2602.0%
 
3602.0%
 
4571.9%
 
5561.9%
 
6571.9%
 
7592.0%
 
8622.1%
 
9561.9%
 
10581.9%
 
ValueCountFrequency (%) 
52451.5%
 
51501.7%
 
50531.8%
 
49561.9%
 
48581.9%
 
47541.8%
 
46551.8%
 
45501.7%
 
44521.7%
 
43461.5%
 

product_category_name_english
Categorical

HIGH CARDINALITY

Distinct71
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size23.6 KiB
office_furniture
 
52
food
 
52
furniture_decor
 
52
housewares
 
52
sports_leisure
 
52
Other values (66)
2742 
ValueCountFrequency (%) 
office_furniture521.7%
 
food521.7%
 
furniture_decor521.7%
 
housewares521.7%
 
sports_leisure521.7%
 
cool_stuff521.7%
 
pet_shop521.7%
 
musical_instruments521.7%
 
electronics521.7%
 
consoles_games521.7%
 
watches_gifts521.7%
 
telephony521.7%
 
computers_accessories521.7%
 
garden_tools521.7%
 
baby521.7%
 
stationery521.7%
 
perfumery521.7%
 
market_place521.7%
 
toys521.7%
 
audio521.7%
 
health_beauty521.7%
 
fashion_bags_accessories521.7%
 
auto521.7%
 
bed_bath_table521.7%
 
small_appliances521.7%
 
Other values (46)170256.7%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length39
Median length15
Mean length15.6538974
Min length3

Overview of Unicode Properties

Unique unicode characters25
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
o41958.9%
 
e41068.7%
 
s39878.5%
 
_35847.6%
 
t33267.1%
 
n31936.8%
 
i30896.6%
 
r29776.3%
 
a28706.1%
 
c24935.3%
 
u19354.1%
 
l18634.0%
 
h13642.9%
 
d12712.7%
 
m12302.6%
 
f12062.6%
 
p11562.5%
 
g10132.2%
 
y7051.5%
 
b6971.5%
 
k3300.7%
 
w1680.4%
 
v1230.3%
 
2660.1%
 
x460.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter4334392.2%
 
Connector Punctuation35847.6%
 
Decimal Number660.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
o41959.7%
 
e41069.5%
 
s39879.2%
 
t33267.7%
 
n31937.4%
 
i30897.1%
 
r29776.9%
 
a28706.6%
 
c24935.8%
 
u19354.5%
 
l18634.3%
 
h13643.1%
 
d12712.9%
 
m12302.8%
 
f12062.8%
 
p11562.7%
 
g10132.3%
 
y7051.6%
 
b6971.6%
 
k3300.8%
 
w1680.4%
 
v1230.3%
 
x460.1%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_3584100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
266100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin4334392.2%
 
Common36507.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
o41959.7%
 
e41069.5%
 
s39879.2%
 
t33267.7%
 
n31937.4%
 
i30897.1%
 
r29776.9%
 
a28706.6%
 
c24935.8%
 
u19354.5%
 
l18634.3%
 
h13643.1%
 
d12712.9%
 
m12302.8%
 
f12062.8%
 
p11562.7%
 
g10132.3%
 
y7051.6%
 
b6971.6%
 
k3300.8%
 
w1680.4%
 
v1230.3%
 
x460.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
_358498.2%
 
2661.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII46993100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
o41958.9%
 
e41068.7%
 
s39878.5%
 
_35847.6%
 
t33267.1%
 
n31936.8%
 
i30896.6%
 
r29776.3%
 
a28706.1%
 
c24935.3%
 
u19354.1%
 
l18634.0%
 
h13642.9%
 
d12712.7%
 
m12302.6%
 
f12062.6%
 
p11562.5%
 
g10132.2%
 
y7051.5%
 
b6971.5%
 
k3300.7%
 
w1680.4%
 
v1230.3%
 
2660.1%
 
x460.1%
 

encodedCategory
Real number (ℝ≥0)

ZEROS

Distinct71
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.30812791
Minimum0
Maximum70
Zeros49
Zeros (%)1.6%
Memory size23.6 KiB

Quantile statistics

Minimum0
5-th percentile4
Q117
median36
Q353
95-th percentile68
Maximum70
Range70
Interquartile range (IQR)36

Descriptive statistics

Standard deviation20.72477153
Coefficient of variation (CV)0.5869688584
Kurtosis-1.207570656
Mean35.30812791
Median Absolute Deviation (MAD)18
Skewness-0.01446589188
Sum105995
Variance429.5161552
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
69521.7%
 
42521.7%
 
5521.7%
 
68521.7%
 
66521.7%
 
60521.7%
 
56521.7%
 
54521.7%
 
36521.7%
 
15521.7%
 
28521.7%
 
26521.7%
 
20521.7%
 
16521.7%
 
6521.7%
 
4521.7%
 
7521.7%
 
70521.7%
 
39521.7%
 
65521.7%
 
63521.7%
 
49521.7%
 
43521.7%
 
59521.7%
 
53521.7%
 
Other values (46)170256.7%
 
ValueCountFrequency (%) 
0491.6%
 
1471.6%
 
2441.5%
 
390.3%
 
4521.7%
 
5521.7%
 
6521.7%
 
7521.7%
 
8501.7%
 
9321.1%
 
ValueCountFrequency (%) 
70521.7%
 
69521.7%
 
68521.7%
 
67381.3%
 
66521.7%
 
65521.7%
 
64270.9%
 
63521.7%
 
62441.5%
 
6120.1%
 

count_perCategory
Real number (ℝ≥0)

Distinct268
Distinct (%)8.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.8344437
Minimum1
Maximum457
Zeros0
Zeros (%)0.0%
Memory size23.6 KiB

Quantile statistics

Minimum1
5-th percentile1
Q13
median9
Q351
95-th percentile186
Maximum457
Range456
Interquartile range (IQR)48

Descriptive statistics

Standard deviation61.94179508
Coefficient of variation (CV)1.595022078
Kurtosis6.270961931
Mean38.8344437
Median Absolute Deviation (MAD)8
Skewness2.416990393
Sum116581
Variance3836.785978
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
137312.4%
 
22779.2%
 
31956.5%
 
41675.6%
 
51224.1%
 
61183.9%
 
8953.2%
 
7893.0%
 
9712.4%
 
10622.1%
 
11511.7%
 
13491.6%
 
15421.4%
 
18371.2%
 
12341.1%
 
14331.1%
 
16301.0%
 
21280.9%
 
19260.9%
 
20220.7%
 
22200.7%
 
24190.6%
 
32190.6%
 
27190.6%
 
54180.6%
 
Other values (243)98632.8%
 
ValueCountFrequency (%) 
137312.4%
 
22779.2%
 
31956.5%
 
41675.6%
 
51224.1%
 
61183.9%
 
7893.0%
 
8953.2%
 
9712.4%
 
10622.1%
 
ValueCountFrequency (%) 
4571< 0.1%
 
3891< 0.1%
 
3781< 0.1%
 
3771< 0.1%
 
3671< 0.1%
 
3601< 0.1%
 
3511< 0.1%
 
3441< 0.1%
 
3341< 0.1%
 
3301< 0.1%
 

paymentValue
Real number (ℝ≥0)

Distinct2953
Distinct (%)98.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean207.0889975
Minimum11.93
Maximum12164.26556
Zeros0
Zeros (%)0.0%
Memory size23.6 KiB

Quantile statistics

Minimum11.93
5-th percentile48.01391667
Q197.12510442
median145.6151679
Q3211.3764286
95-th percentile532.2223333
Maximum12164.26556
Range12152.33556
Interquartile range (IQR)114.2513241

Descriptive statistics

Standard deviation339.556405
Coefficient of variation (CV)1.63966415
Kurtosis540.8834935
Mean207.0889975
Median Absolute Deviation (MAD)54.80801445
Skewness17.88803781
Sum621681.1705
Variance115298.5522
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
78.740.1%
 
75.0730.1%
 
50.7130.1%
 
74.9430.1%
 
2830.1%
 
49.9230.1%
 
114.4430.1%
 
23.2920.1%
 
84.7920.1%
 
124.5220.1%
 
40.0720.1%
 
148.9720.1%
 
43.620.1%
 
112.6220.1%
 
92.2920.1%
 
482.6920.1%
 
312.4920.1%
 
109.520.1%
 
793.0920.1%
 
122.2220.1%
 
111.8920.1%
 
108.4420.1%
 
29.6920.1%
 
73.1320.1%
 
58.2320.1%
 
Other values (2928)294498.1%
 
ValueCountFrequency (%) 
11.931< 0.1%
 
11.971< 0.1%
 
17.296666671< 0.1%
 
18.621< 0.1%
 
18.791< 0.1%
 
191< 0.1%
 
19.391< 0.1%
 
20.211< 0.1%
 
22.291< 0.1%
 
22.7651< 0.1%
 
ValueCountFrequency (%) 
12164.265561< 0.1%
 
4862.3966671< 0.1%
 
3802.5951< 0.1%
 
3762.7381821< 0.1%
 
3602.471< 0.1%
 
2960.051< 0.1%
 
2719.77251< 0.1%
 
2590.61< 0.1%
 
2361.5066671< 0.1%
 
2217.991< 0.1%
 

final_AmountPaid
Real number (ℝ≥0)

Distinct2940
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean173.426903
Minimum16.35
Maximum3802.595
Zeros0
Zeros (%)0.0%
Memory size23.6 KiB

Quantile statistics

Minimum16.35
5-th percentile43.6345
Q187.492
median125.497
Q3182.5445833
95-th percentile444.158825
Maximum3802.595
Range3786.245
Interquartile range (IQR)95.05258333

Descriptive statistics

Standard deviation210.1504397
Coefficient of variation (CV)1.211752249
Kurtosis79.6100343
Mean173.426903
Median Absolute Deviation (MAD)45.11972222
Skewness7.009777044
Sum520627.5628
Variance44163.20731
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2850.2%
 
61.1140.1%
 
78.740.1%
 
75.0730.1%
 
71.8230.1%
 
114.4430.1%
 
74.9430.1%
 
50.7130.1%
 
79.1730.1%
 
49.9230.1%
 
58.2330.1%
 
108.4420.1%
 
482.6920.1%
 
120.87520.1%
 
111.6220.1%
 
45.5320.1%
 
70.3420.1%
 
84.7920.1%
 
56.1520.1%
 
84.6320.1%
 
54.9420.1%
 
24.7520.1%
 
37.6920.1%
 
109.520.1%
 
43.620.1%
 
Other values (2915)293797.8%
 
ValueCountFrequency (%) 
16.351< 0.1%
 
18.621< 0.1%
 
18.791< 0.1%
 
18.821< 0.1%
 
191< 0.1%
 
19.131< 0.1%
 
19.391< 0.1%
 
20.211< 0.1%
 
20.411< 0.1%
 
21.311< 0.1%
 
ValueCountFrequency (%) 
3802.5951< 0.1%
 
3602.471< 0.1%
 
2960.051< 0.1%
 
2217.991< 0.1%
 
2114.631< 0.1%
 
1887.1433331< 0.1%
 
1686.88751< 0.1%
 
1685.481< 0.1%
 
1647.4081< 0.1%
 
1576.7766671< 0.1%
 

Review_score
Real number (ℝ≥0)

Distinct987
Distinct (%)32.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.046743344
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size23.6 KiB

Quantile statistics

Minimum1
5-th percentile2.700714286
Q13.769230769
median4.133333333
Q34.5
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)0.7307692308

Descriptive statistics

Standard deviation0.7722079833
Coefficient of variation (CV)0.1908220803
Kurtosis3.942878763
Mean4.046743344
Median Absolute Deviation (MAD)0.3666666667
Skewness-1.594663883
Sum12148.32352
Variance0.5963051694
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
542814.3%
 
42127.1%
 
4.51123.7%
 
31093.6%
 
4.333333333722.4%
 
1642.1%
 
3.5551.8%
 
4.666666667551.8%
 
3.666666667441.5%
 
4.25371.2%
 
4.2301.0%
 
3.75270.9%
 
4.75260.9%
 
3.333333333260.9%
 
2230.8%
 
4.4210.7%
 
3.833333333200.7%
 
4.8200.7%
 
2.5190.6%
 
3.6170.6%
 
4.6150.5%
 
3.8150.5%
 
3.857142857140.5%
 
4.428571429140.5%
 
4.375130.4%
 
Other values (962)151450.4%
 
ValueCountFrequency (%) 
1642.1%
 
1.3333333331< 0.1%
 
1.41< 0.1%
 
1.4444444441< 0.1%
 
1.530.1%
 
1.5714285711< 0.1%
 
1.6666666671< 0.1%
 
1.7530.1%
 
1.88888888920.1%
 
2230.8%
 
ValueCountFrequency (%) 
542814.3%
 
4.9629629631< 0.1%
 
4.9333333331< 0.1%
 
4.9090909091< 0.1%
 
4.91< 0.1%
 
4.88888888960.2%
 
4.87570.2%
 
4.8666666671< 0.1%
 
4.85714285770.2%
 
4.8461538461< 0.1%
 

DiscountPercent
Real number (ℝ≥0)

ZEROS

Distinct1647
Distinct (%)54.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.03780588
Minimum0
Maximum90.60211321
Zeros1326
Zeros (%)44.2%
Memory size23.6 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.732264642
Q319.59205334
95-th percentile50
Maximum90.60211321
Range90.60211321
Interquartile range (IQR)19.59205334

Descriptive statistics

Standard deviation17.44392128
Coefficient of variation (CV)1.449094748
Kurtosis2.627684847
Mean12.03780588
Median Absolute Deviation (MAD)2.732264642
Skewness1.714593936
Sum36137.49326
Variance304.2903897
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0132644.2%
 
50190.6%
 
8040.1%
 
7540.1%
 
5030.1%
 
1.196602788e-1420.1%
 
5020.1%
 
1.53980439e-1420.1%
 
66.6666666720.1%
 
32.534310381< 0.1%
 
60.639187071< 0.1%
 
32.90227091< 0.1%
 
17.382452121< 0.1%
 
58.038745071< 0.1%
 
22.450503961< 0.1%
 
43.431604991< 0.1%
 
12.643227981< 0.1%
 
28.080978891< 0.1%
 
25.202164011< 0.1%
 
28.521124411< 0.1%
 
16.162008791< 0.1%
 
26.463753951< 0.1%
 
21.390075051< 0.1%
 
12.601024141< 0.1%
 
56.886582481< 0.1%
 
Other values (1622)162254.0%
 
ValueCountFrequency (%) 
0132644.2%
 
1.126058218e-141< 0.1%
 
1.127666618e-141< 0.1%
 
1.132248802e-141< 0.1%
 
1.136177581e-141< 0.1%
 
1.152636444e-141< 0.1%
 
1.165015143e-141< 0.1%
 
1.196602788e-1420.1%
 
1.201357234e-141< 0.1%
 
1.201892157e-141< 0.1%
 
ValueCountFrequency (%) 
90.602113211< 0.1%
 
88.153016961< 0.1%
 
87.367525231< 0.1%
 
86.285300321< 0.1%
 
83.402455881< 0.1%
 
83.333333331< 0.1%
 
83.03113191< 0.1%
 
81.294294761< 0.1%
 
81.081081081< 0.1%
 
81.032842131< 0.1%
 

SaleRecord_last6week
Real number (ℝ≥0)

ZEROS

Distinct772
Distinct (%)25.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.79524761
Minimum0
Maximum323.8333333
Zeros88
Zeros (%)2.9%
Memory size23.6 KiB

Quantile statistics

Minimum0
5-th percentile0.3333333333
Q12.833333333
median8.333333333
Q348.25
95-th percentile183.9916667
Maximum323.8333333
Range323.8333333
Interquartile range (IQR)45.41666667

Descriptive statistics

Standard deviation58.65196638
Coefficient of variation (CV)1.594009286
Kurtosis4.699429641
Mean36.79524761
Median Absolute Deviation (MAD)7.333333333
Skewness2.230940001
Sum110459.3333
Variance3440.05316
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0882.9%
 
1.166666667521.7%
 
1511.7%
 
0.8333333333511.7%
 
0.6666666667451.5%
 
0.3333333333441.5%
 
0.5421.4%
 
2.166666667411.4%
 
3.166666667411.4%
 
1.666666667401.3%
 
1.333333333401.3%
 
1.833333333401.3%
 
2.333333333391.3%
 
2.666666667371.2%
 
1.5371.2%
 
3351.2%
 
0.1666666667351.2%
 
2.833333333331.1%
 
6.166666667321.1%
 
3.333333333321.1%
 
2321.1%
 
3.666666667280.9%
 
3.5260.9%
 
4260.9%
 
4.333333333260.9%
 
Other values (747)200966.9%
 
ValueCountFrequency (%) 
0882.9%
 
0.1666666667351.2%
 
0.3333333333441.5%
 
0.5421.4%
 
0.6666666667451.5%
 
0.8333333333511.7%
 
1511.7%
 
1.166666667521.7%
 
1.333333333401.3%
 
1.5371.2%
 
ValueCountFrequency (%) 
323.83333331< 0.1%
 
322.83333331< 0.1%
 
308.16666671< 0.1%
 
301.51< 0.1%
 
298.51< 0.1%
 
289.66666671< 0.1%
 
288.16666671< 0.1%
 
287.33333331< 0.1%
 
2871< 0.1%
 
2861< 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

Weekproduct_category_name_englishencodedCategorycount_perCategorypaymentValuefinal_AmountPaidReview_scoreDiscountPercentSaleRecord_last6week
01agro_industry_and_commerce04624.422500624.4225003.2500000.0000000.0
11air_conditioning12240.350000240.3500003.0000000.0000000.0
21art23149.023333149.0233334.0000000.0000000.0
31audio42432.745000432.7450003.0000000.0000000.0
41auto557179.637193155.8963164.31578913.2160140.0
51baby651166.258235144.1635293.68627513.2893900.0
61bed_bath_table7186127.048656109.0965593.94086014.1300960.0
71books_general_interest8958.41888953.5933334.6666678.2602660.0
81books_technical101296.360000296.3600005.0000000.0000000.0
91christmas_supplies122104.165000104.1650005.0000000.0000000.0

Last rows

Weekproduct_category_name_englishencodedCategorycount_perCategorypaymentValuefinal_AmountPaidReview_scoreDiscountPercentSaleRecord_last6week
299252office_furniture574299.237500299.2375003.0000000.000000e+0017.833333
299352perfumery5935134.550571132.8420003.9142861.269836e+0083.666667
299452pet_shop6013115.799231115.7992314.6923080.000000e+0024.166667
299552signaling_and_security621719.150000719.1500005.0000000.000000e+000.666667
299652small_appliances632297.710000297.7100005.0000001.909355e-149.333333
299752sports_leisure6560142.936667134.1256674.0333336.164269e+00152.666667
299852stationery6654107.755000115.3098154.0925930.000000e+0053.500000
299952telephony685855.68586250.2498284.3793109.761965e+0085.666667
300052toys6937191.202703186.7275684.0270272.340519e+00141.333333
300152watches_gifts7054202.143519193.2161113.8888894.416371e+00108.333333